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					<a href="../modules/_music_vae_midi_me_.html">&quot;music_vae/midi_me&quot;</a>
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					<a href="_music_vae_midi_me_.midimeconfig.html">MidiMeConfig</a>
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			<h1>Interface MidiMeConfig</h1>
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						<p>An interface for providing configurable properties to the MidiMe model.</p>
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					<dl class="tsd-comment-tags">
						<dt>param</dt>
						<dd><p>The size of the VAE input. Since the inputs to this
								VAE are actually latent vectors from MusicVAE, then this number should be
								equal to the number of latent variables used by MusicVAE (<code>zDims</code>). The
							default is 256.</p>
						</dd>
						<dt>param</dt>
						<dd><p>The size of the model&#39;s latent vector. The default is 4.</p>
						</dd>
						<dt>param</dt>
						<dd><p>The shape of the layers in the Encoder network. The
							default is [1024, 256, 64].</p>
						</dd>
						<dt>param</dt>
						<dd><p>The shape of the layers in the Decoder network. The
							default is [64, 256, 1024].</p>
						</dd>
						<dt>param</dt>
						<dd><p>Weight of the variational loss in the total VAE loss. Default
							is 1.</p>
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						<dt>param</dt>
						<dd><p>Number of epochs to train for. Default is 10.</p>
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			<section class="tsd-panel tsd-hierarchy">
				<h3>Hierarchy</h3>
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						<span class="target">MidiMeConfig</span>
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				<h2>Index</h2>
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							<h3>Properties</h3>
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								<li class="tsd-kind-property tsd-parent-kind-interface tsd-is-not-exported"><a href="_music_vae_midi_me_.midimeconfig.html#beta" class="tsd-kind-icon">beta</a></li>
								<li class="tsd-kind-property tsd-parent-kind-interface tsd-is-not-exported"><a href="_music_vae_midi_me_.midimeconfig.html#decoder_layers" class="tsd-kind-icon">decoder_<wbr>layers</a></li>
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								<li class="tsd-kind-property tsd-parent-kind-interface tsd-is-not-exported"><a href="_music_vae_midi_me_.midimeconfig.html#latent_size" class="tsd-kind-icon">latent_<wbr>size</a></li>
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				<h2>Properties</h2>
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					<h3><span class="tsd-flag ts-flagOptional">Optional</span> beta</h3>
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						<ul>
							<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/music_vae/midi_me.ts#L68">music_vae/midi_me.ts:68</a></li>
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					<a name="decoder_layers" class="tsd-anchor"></a>
					<h3><span class="tsd-flag ts-flagOptional">Optional</span> decoder_<wbr>layers</h3>
					<div class="tsd-signature tsd-kind-icon">decoder_<wbr>layers<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span></div>
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							<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/music_vae/midi_me.ts#L67">music_vae/midi_me.ts:67</a></li>
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					<h3><span class="tsd-flag ts-flagOptional">Optional</span> encoder_<wbr>layers</h3>
					<div class="tsd-signature tsd-kind-icon">encoder_<wbr>layers<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span></div>
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							<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/music_vae/midi_me.ts#L66">music_vae/midi_me.ts:66</a></li>
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					<h3><span class="tsd-flag ts-flagOptional">Optional</span> epochs</h3>
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							<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/music_vae/midi_me.ts#L70">music_vae/midi_me.ts:70</a></li>
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					<h3><span class="tsd-flag ts-flagOptional">Optional</span> input_<wbr>size</h3>
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							<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/music_vae/midi_me.ts#L64">music_vae/midi_me.ts:64</a></li>
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							<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/music_vae/midi_me.ts#L65">music_vae/midi_me.ts:65</a></li>
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